Benchmarks

58 results across 28 benchmarks

Benchmark results for Claude Opus 4.7
BenchmarkScoreSource
APEX-Agents OriginalEffort: Max49.2%mercor.com for Claude Opus 4.7 (max) on APEX-Agents Original (opens in a new tab)Archived copy (opens in a new tab)Pass rateReported Benchmark leaderboardMercorIndependentRecord for Claude Opus 4.7 on APEX-Agents Original
AutomationBench 1.0.6Effort: Low5.5%zapier.com for Claude Opus 4.7 (low) on AutomationBench 1.0.6 (opens in a new tab)Archived copy (opens in a new tab)Task pass rateReported Benchmark leaderboardZapierIndependentZapier AutomationBench TeamRecord for Claude Opus 4.7 on AutomationBench 1.0.6
AutomationBench 1.0.6Effort: Medium6.9%zapier.com for Claude Opus 4.7 (medium) on AutomationBench 1.0.6 (opens in a new tab)Archived copy (opens in a new tab)Task pass rateReported Benchmark leaderboardZapierIndependentZapier AutomationBench TeamRecord for Claude Opus 4.7 on AutomationBench 1.0.6
AutomationBench 1.0.6Effort: High9.1%zapier.com for Claude Opus 4.7 (high) on AutomationBench 1.0.6 (opens in a new tab)Archived copy (opens in a new tab)Task pass rateReported Benchmark leaderboardZapierIndependentZapier AutomationBench TeamRecord for Claude Opus 4.7 on AutomationBench 1.0.6
AutomationBench 1.0.6Effort: xHigh9.7%zapier.com for Claude Opus 4.7 (xhigh) on AutomationBench 1.0.6 (opens in a new tab)Archived copy (opens in a new tab)Task pass rateReported Benchmark leaderboardZapierIndependentZapier AutomationBench TeamRecord for Claude Opus 4.7 on AutomationBench 1.0.6
AutomationBench 1.0.6Effort: Max13.4%zapier.com for Claude Opus 4.7 (max) on AutomationBench 1.0.6 (opens in a new tab)Archived copy (opens in a new tab)Task pass rateReported Benchmark leaderboardZapierIndependentZapier AutomationBench TeamRecord for Claude Opus 4.7 on AutomationBench 1.0.6
BrowseComp 130-question subset — Mercor web research agentEffort: MaxConfiguration: Mercor web research agent, 100 steps, 3 hours60.6%mercor.com for Claude Opus 4.7 (max) on BrowseComp 130-question subset — Mercor web research agent (opens in a new tab)Archived copy (opens in a new tab)BrowseComp AccuracyReported Benchmark leaderboardMercorIndependentRecord for Claude Opus 4.7 on BrowseComp 130-question subset — Mercor web research agent
Chartography October 2026 leaderboardEffort: MaxReported as: Adaptive/Max16.5%surgehq.ai for Claude Opus 4.7 (Adaptive/Max) on Chartography October 2026 leaderboard (opens in a new tab)Archived copy (opens in a new tab)Chartography Pass@1Reported Benchmark leaderboardSurge AIIndependentRecord for Claude Opus 4.7 on Chartography October 2026 leaderboard
CharXiv Descriptive and reasoning — Mercor single-shotEffort: MaxConfiguration: Mercor single-shot agent92.6%mercor.com for Claude Opus 4.7 (max) on CharXiv Descriptive and reasoning — Mercor single-shot (opens in a new tab)Archived copy (opens in a new tab)CharXiv AccuracyReported Benchmark leaderboardMercorIndependentRecord for Claude Opus 4.7 on CharXiv Descriptive and reasoning — Mercor single-shot
CharXiv Reasoning — No toolsEffort: MaxReported as: adaptive thinking, maxConfiguration: No tools82.1%www-cdn.anthropic.com for Claude Opus 4.7 (adaptive thinking, max) on CharXiv Reasoning — No tools (opens in a new tab)CharXiv AccuracyReported System cardAnthropicSelf-reportedRecord for Claude Opus 4.7 on CharXiv Reasoning — No tools
CharXiv Reasoning — Python enabledEffort: MaxReported as: adaptive thinking, maxConfiguration: With Python91.0%www-cdn.anthropic.com for Claude Opus 4.7 (adaptive thinking, max) on CharXiv Reasoning — Python enabled (opens in a new tab)CharXiv AccuracyReported System cardAnthropicSelf-reportedRecord for Claude Opus 4.7 on CharXiv Reasoning — Python enabled
CyberGym OriginalEffort: NoneReported as: no thinking73.1%anthropic.com for Claude Opus 4.7 (no thinking) on CyberGym Original (opens in a new tab)Vulnerability reproduction successReported Launch postAnthropicSelf-reportedRecord for Claude Opus 4.7 on CyberGym Original
DeepSWE 1.1 — Mercor mini-swe-agent, 500 stepsEffort: MaxConfiguration: Mercor mini-swe-agent, 500 steps, 2 hours49.3%mercor.com for Claude Opus 4.7 (max) on DeepSWE 1.1 — Mercor mini-swe-agent, 500 steps (opens in a new tab)Archived copy (opens in a new tab)DeepSWE Pass@1Reported Benchmark leaderboardMercorIndependentRecord for Claude Opus 4.7 on DeepSWE 1.1 — Mercor mini-swe-agent, 500 steps
Finance Agent Benchmark 2 — October 2026 evaluation51.5%vals.ai for Claude Opus 4.7 on Finance Agent Benchmark 2 — October 2026 evaluation (opens in a new tab)Archived copy (opens in a new tab)Finance Agent AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Claude Opus 4.7 on Finance Agent Benchmark 2 — October 2026 evaluation
Global MMLU OriginalReported as: adaptive thinking89.9%www-cdn.anthropic.com for Claude Opus 4.7 (adaptive thinking) on Global MMLU Original (opens in a new tab)Average accuracyReported System cardAnthropicSelf-reportedRecord for Claude Opus 4.7 on Global MMLU Original
GPQA DiamondEffort: MaxReported as: adaptive thinking, max94.2%www-cdn.anthropic.com for Claude Opus 4.7 (adaptive thinking, max) on Graduate-Level Google-Proof Q&A Diamond (opens in a new tab)GPQA Diamond AccuracyReported System cardAnthropicSelf-reportedRecord for Claude Opus 4.7 on Graduate-Level Google-Proof Q&A Diamond
GPQA Diamond — Epoch AI harnessEffort: xHighConfiguration: Epoch AI harness90.2%epoch.ai for Claude Opus 4.7 (xhigh) on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness (opens in a new tab)Archived copy (opens in a new tab)GPQA Diamond AccuracyReported Evaluated Benchmark leaderboardEpoch AIIndependentRecord for Claude Opus 4.7 on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness
GPQA Diamond — Epoch AI harnessEffort: MaxConfiguration: Epoch AI harness86.4%epoch.ai for Claude Opus 4.7 (max) on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness (opens in a new tab)Archived copy (opens in a new tab)GPQA Diamond AccuracyReported Evaluated Benchmark leaderboardEpoch AIIndependentRecord for Claude Opus 4.7 on Graduate-Level Google-Proof Q&A Diamond — Epoch AI harness
GPQA Diamond — Mercor single-shotEffort: MaxConfiguration: Mercor single-shot agent86.4%mercor.com for Claude Opus 4.7 (max) on Graduate-Level Google-Proof Q&A Diamond — Mercor single-shot (opens in a new tab)Archived copy (opens in a new tab)GPQA Diamond AccuracyReported Benchmark leaderboardMercorIndependentRecord for Claude Opus 4.7 on Graduate-Level Google-Proof Q&A Diamond — Mercor single-shot
GPQA Diamond — Vals AI harnessConfiguration: Vals AI harness: mean of zero-shot and few-shot CoT90.2%vals.ai for Claude Opus 4.7 on Graduate-Level Google-Proof Q&A Diamond — Vals AI harness (opens in a new tab)Archived copy (opens in a new tab)GPQA Diamond AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Claude Opus 4.7 on Graduate-Level Google-Proof Q&A Diamond — Vals AI harness
HLAB October 2026 evaluation6.7%vals.ai for Claude Opus 4.7 on Harvey's Legal Agent Benchmark October 2026 evaluation (opens in a new tab)Archived copy (opens in a new tab)HLAB Task Pass RateReported Benchmark leaderboardVals AIIndependentRecord for Claude Opus 4.7 on Harvey's Legal Agent Benchmark October 2026 evaluation
Humanity's Last Exam Full set — No toolsEffort: MaxReported as: adaptive thinking, maxConfiguration: No tools46.9%www-cdn.anthropic.com for Claude Opus 4.7 (adaptive thinking, max) on Humanity's Last Exam Full set — No tools (opens in a new tab)Humanity's Last Exam AccuracyReported System cardAnthropicSelf-reportedRecord for Claude Opus 4.7 on Humanity's Last Exam Full set — No tools
Humanity's Last Exam Full set — Scale AI evaluation36.2%labs.scale.com for Claude Opus 4.7 on Humanity's Last Exam Full set — Scale AI evaluation (opens in a new tab)Archived copy (opens in a new tab)Humanity's Last Exam AccuracyReported Benchmark leaderboardScale AIIndependentRecord for Claude Opus 4.7 on Humanity's Last Exam Full set — Scale AI evaluation
Humanity's Last Exam Full set — With toolsEffort: LowReported as: adaptive thinking, lowConfiguration: With tools43.0%www-cdn.anthropic.com for Claude Opus 4.7 (adaptive thinking, low) on Humanity's Last Exam Full set — With tools (opens in a new tab)Humanity's Last Exam AccuracyReported System cardAnthropicSelf-reportedRecord for Claude Opus 4.7 on Humanity's Last Exam Full set — With tools
Humanity's Last Exam Full set — With toolsEffort: MediumReported as: adaptive thinking, mediumConfiguration: With tools48.4%www-cdn.anthropic.com for Claude Opus 4.7 (adaptive thinking, medium) on Humanity's Last Exam Full set — With tools (opens in a new tab)Humanity's Last Exam AccuracyReported System cardAnthropicSelf-reportedRecord for Claude Opus 4.7 on Humanity's Last Exam Full set — With tools
Humanity's Last Exam Full set — With toolsEffort: HighReported as: adaptive thinking, highConfiguration: With tools53.2%www-cdn.anthropic.com for Claude Opus 4.7 (adaptive thinking, high) on Humanity's Last Exam Full set — With tools (opens in a new tab)Humanity's Last Exam AccuracyReported System cardAnthropicSelf-reportedRecord for Claude Opus 4.7 on Humanity's Last Exam Full set — With tools
Humanity's Last Exam Full set — With toolsEffort: xHighReported as: adaptive thinking, xhighConfiguration: With tools55.4%www-cdn.anthropic.com for Claude Opus 4.7 (adaptive thinking, xhigh) on Humanity's Last Exam Full set — With tools (opens in a new tab)Humanity's Last Exam AccuracyReported System cardAnthropicSelf-reportedRecord for Claude Opus 4.7 on Humanity's Last Exam Full set — With tools
Humanity's Last Exam Full set — With toolsEffort: MaxReported as: adaptive thinking, maxConfiguration: With tools54.7%www-cdn.anthropic.com for Claude Opus 4.7 (adaptive thinking, max) on Humanity's Last Exam Full set — With tools (opens in a new tab)Humanity's Last Exam AccuracyReported System cardAnthropicSelf-reportedRecord for Claude Opus 4.7 on Humanity's Last Exam Full set — With tools
Humanity's Last Exam Text only — Mercor single-shotEffort: HighConfiguration: Mercor single-shot agent42.2%mercor.com for Claude Opus 4.7 (high) on Humanity's Last Exam Text only — Mercor single-shot (opens in a new tab)Archived copy (opens in a new tab)Humanity's Last Exam AccuracyReported Benchmark leaderboardMercorIndependentRecord for Claude Opus 4.7 on Humanity's Last Exam Text only — Mercor single-shot
Humanity's Last Exam Text only — Mercor single-shotEffort: MaxConfiguration: Mercor single-shot agent35.4%mercor.com for Claude Opus 4.7 (max) on Humanity's Last Exam Text only — Mercor single-shot (opens in a new tab)Archived copy (opens in a new tab)Humanity's Last Exam AccuracyReported Benchmark leaderboardMercorIndependentRecord for Claude Opus 4.7 on Humanity's Last Exam Text only — Mercor single-shot
MCP Atlas Public, April 2026 updateEffort: Max79.1%labs.scale.com for Claude Opus 4.7 (max) on MCP Atlas Public, April 2026 update (opens in a new tab)Pass rateReported Benchmark leaderboardScale AIIndependentRecord for Claude Opus 4.7 on MCP Atlas Public, April 2026 update
MedXpertQA MM — Mercor single-shotEffort: MaxConfiguration: Mercor single-shot agent72.8%mercor.com for Claude Opus 4.7 (max) on MedXpertQA MM — Mercor single-shot (opens in a new tab)Archived copy (opens in a new tab)AccuracyReported Benchmark leaderboardMercorIndependentRecord for Claude Opus 4.7 on MedXpertQA MM — Mercor single-shot
MMLU-Pro Original — Mercor single-shotEffort: MaxConfiguration: Mercor single-shot agent89.9%mercor.com for Claude Opus 4.7 (max) on MMLU-Pro Original — Mercor single-shot (opens in a new tab)Archived copy (opens in a new tab)AccuracyReported Benchmark leaderboardMercorIndependentRecord for Claude Opus 4.7 on MMLU-Pro Original — Mercor single-shot
MMLU-Pro Original — Vals AI harnessConfiguration: Vals AI harness89.9%vals.ai for Claude Opus 4.7 on MMLU-Pro Original — Vals AI harness (opens in a new tab)Archived copy (opens in a new tab)AccuracyReported Benchmark leaderboardVals AIIndependentRecord for Claude Opus 4.7 on MMLU-Pro Original — Vals AI harness
MMMLU OriginalEffort: MaxReported as: adaptive thinking, max91.5%www-cdn.anthropic.com for Claude Opus 4.7 (adaptive thinking, max) on MMMLU Original (opens in a new tab)Multiple-choice accuracyReported System cardAnthropicSelf-reportedRecord for Claude Opus 4.7 on MMMLU Original
MMMU-Pro 1,730 questions — Mercor single-shotEffort: HighConfiguration: Mercor single-shot agent78.6%mercor.com for Claude Opus 4.7 (high) on MMMU-Pro 1,730 questions — Mercor single-shot (opens in a new tab)Archived copy (opens in a new tab)MMMU-Pro accuracySetting: Not statedReported Benchmark leaderboardMercorIndependentRecord for Claude Opus 4.7 on MMMU-Pro 1,730 questions — Mercor single-shot
MMMU-Pro Vals AI harnessConfiguration: Vals AI harness85.5%vals.ai for Claude Opus 4.7 on MMMU-Pro Vals AI harness (opens in a new tab)Archived copy (opens in a new tab)MMMU-Pro accuracySetting: Standard (4 options)Reported Benchmark leaderboardVals AIIndependentRecord for Claude Opus 4.7 on MMMU-Pro Vals AI harness
MILU OriginalReported as: adaptive thinking89.9%www-cdn.anthropic.com for Claude Opus 4.7 (adaptive thinking) on Multi-task Indic Language Understanding Benchmark Original (opens in a new tab)Average accuracyReported System cardAnthropicSelf-reportedRecord for Claude Opus 4.7 on Multi-task Indic Language Understanding Benchmark Original
PostTrainBench 1.1 — Claude CodeEffort: xHighConfiguration: Claude Code harness28.6%posttrainbench.com for Claude Opus 4.7 (xHigh) on PostTrainBench 1.1 — Claude Code (opens in a new tab)Archived copy (opens in a new tab)PostTrainBench Weighted AggregateReported Benchmark leaderboardPostTrainBenchIndependentPostTrainBench TeamRecord for Claude Opus 4.7 on PostTrainBench 1.1 — Claude Code
PostTrainBench 1.2 — Claude CodeEffort: xHighConfiguration: Claude Code harness24.3%posttrainbench.com for Claude Opus 4.7 (xHigh) on PostTrainBench 1.2 — Claude Code (opens in a new tab)Archived copy (opens in a new tab)PostTrainBench Weighted AggregateReported Benchmark leaderboardPostTrainBenchIndependentPostTrainBench TeamRecord for Claude Opus 4.7 on PostTrainBench 1.2 — Claude Code
Riemann-bench October 2026 leaderboardEffort: MaxReported as: Adaptive/Max32.8%surgehq.ai for Claude Opus 4.7 (Adaptive/Max) on Riemann-bench October 2026 leaderboard (opens in a new tab)Archived copy (opens in a new tab)Riemann-bench Pass@1Reported Benchmark leaderboardSurge AIIndependentRecord for Claude Opus 4.7 on Riemann-bench October 2026 leaderboard
SimpleQA Verified Original — Epoch AI harnessEffort: xHighConfiguration: Epoch AI harness51.7%epoch.ai for Claude Opus 4.7 (xhigh) on SimpleQA Verified Original — Epoch AI harness (opens in a new tab)Archived copy (opens in a new tab)AccuracyReported Evaluated Benchmark leaderboardEpoch AIIndependentRecord for Claude Opus 4.7 on SimpleQA Verified Original — Epoch AI harness
SWE Atlas Codebase QnA — Mercor mini-swe-agent, 250 stepsEffort: MaxConfiguration: Mercor mini-swe-agent, 250 steps, 1 hour47.0%mercor.com for Claude Opus 4.7 (max) on SWE Atlas Codebase QnA — Mercor mini-swe-agent, 250 steps (opens in a new tab)Archived copy (opens in a new tab)Mean pass@1Reported Benchmark leaderboardMercorIndependentRecord for Claude Opus 4.7 on SWE Atlas Codebase QnA — Mercor mini-swe-agent, 250 steps
SWE Atlas Codebase QnA — Public; Claude CodeConfiguration: Claude Code harness40.3%labs.scale.com for Claude Opus 4.7 on SWE Atlas Codebase QnA — Public; Claude Code (opens in a new tab)Archived copy (opens in a new tab)Mean pass@1Reported Benchmark leaderboardScale AIIndependentRecord for Claude Opus 4.7 on SWE Atlas Codebase QnA — Public; Claude Code
SWE Atlas Refactoring — Claude CodeConfiguration: Claude Code harness48.6%labs.scale.com for Claude Opus 4.7 on SWE Atlas Refactoring — Claude Code (opens in a new tab)Archived copy (opens in a new tab)Mean pass@1Reported Benchmark leaderboardScale AIIndependentRecord for Claude Opus 4.7 on SWE Atlas Refactoring — Claude Code
SWE-bench MultilingualEffort: MaxReported as: adaptive thinking, max80.5%www-cdn.anthropic.com for Claude Opus 4.7 (adaptive thinking, max) on SWE-bench Multilingual (opens in a new tab)Resolved TasksReported System cardAnthropicSelf-reportedRecord for Claude Opus 4.7 on SWE-bench Multilingual
SWE-bench Multilingual — Mercor mini-swe-agent, 1000 stepsEffort: MaxConfiguration: Mercor mini-swe-agent, 1000 steps, 3 hours85.3%mercor.com for Claude Opus 4.7 (max) on SWE-bench Multilingual — Mercor mini-swe-agent, 1000 steps (opens in a new tab)Archived copy (opens in a new tab)Resolved TasksReported Benchmark leaderboardMercorIndependentRecord for Claude Opus 4.7 on SWE-bench Multilingual — Mercor mini-swe-agent, 1000 steps
SWE-bench VerifiedEffort: MaxReported as: adaptive thinking, max87.6%www-cdn.anthropic.com for Claude Opus 4.7 (adaptive thinking, max) on SWE-bench Verified (opens in a new tab)Resolved TasksReported System cardAnthropicSelf-reportedRecord for Claude Opus 4.7 on SWE-bench Verified
SWE-bench Verified — Epoch AI harnessEffort: MaxConfiguration: Epoch AI harness83.5%epoch.ai for Claude Opus 4.7 (max) on SWE-bench Verified — Epoch AI harness (opens in a new tab)Archived copy (opens in a new tab)Resolved TasksReported Evaluated Benchmark leaderboardEpoch AIIndependentRecord for Claude Opus 4.7 on SWE-bench Verified — Epoch AI harness
SWE-bench Verified — Mercor mini-swe-agent, 1000 stepsEffort: MaxConfiguration: Mercor mini-swe-agent, 1000 steps, 3 hours83.1%mercor.com for Claude Opus 4.7 (max) on SWE-bench Verified — Mercor mini-swe-agent, 1000 steps (opens in a new tab)Archived copy (opens in a new tab)Resolved TasksReported Benchmark leaderboardMercorIndependentRecord for Claude Opus 4.7 on SWE-bench Verified — Mercor mini-swe-agent, 1000 steps